diff --git a/inbox/archive/.extraction-debug/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.json b/inbox/archive/.extraction-debug/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.json
new file mode 100644
index 00000000..82188d08
--- /dev/null
+++ b/inbox/archive/.extraction-debug/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.json
@@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "mainstream-first-acquisition-funnels-outperform-crypto-first-funnels-for-community-owned-IP.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "cultural-penetration-metrics-can-exceed-revenue-by-orders-of-magnitude-when-virality-precedes-monetization.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 5,
+    "rejected": 2,
+    "fixes_applied": [
+      "mainstream-first-acquisition-funnels-outperform-crypto-first-funnels-for-community-owned-IP.md:set_created:2026-03-16",
+      "mainstream-first-acquisition-funnels-outperform-crypto-first-funnels-for-community-owned-IP.md:stripped_wiki_link:progressive-validation-through-community-building-reduces-de",
+      "mainstream-first-acquisition-funnels-outperform-crypto-first-funnels-for-community-owned-IP.md:stripped_wiki_link:community-ownership-accelerates-growth-through-aligned-evang",
+      "cultural-penetration-metrics-can-exceed-revenue-by-orders-of-magnitude-when-virality-precedes-monetization.md:set_created:2026-03-16",
+      "cultural-penetration-metrics-can-exceed-revenue-by-orders-of-magnitude-when-virality-precedes-monetization.md:stripped_wiki_link:information-cascades-create-power-law-distributions-in-cultu"
+    ],
+    "rejections": [
+      "mainstream-first-acquisition-funnels-outperform-crypto-first-funnels-for-community-owned-IP.md:missing_attribution_extractor",
+      "cultural-penetration-metrics-can-exceed-revenue-by-orders-of-magnitude-when-virality-precedes-monetization.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-16"
+}
\ No newline at end of file
diff --git a/inbox/archive/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.md b/inbox/archive/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.md
index 7e8dc14a..b64e7288 100644
--- a/inbox/archive/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.md
+++ b/inbox/archive/2026-02-01-coindesk-pudgypenguins-tokenized-culture-blueprint.md
@@ -7,10 +7,14 @@ date: 2026-02-01
 domain: entertainment
 secondary_domains: [internet-finance]
 format: report
-status: unprocessed
+status: null-result
 priority: high
 tags: [pudgy-penguins, community-owned-IP, tokenized-culture, mainstream-first, Web3-entertainment, IPO]
 flagged_for_rio: ["Token economics of community-owned IP at public market scale — PENGU tokenomics, Pengu ETF, IPO pathway"]
+processed_by: clay
+processed_date: 2026-03-16
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 2 claims, 2 rejected by validator"
 ---
 
 ## Content
@@ -49,3 +53,20 @@ CoinDesk Research deep-dive on Pudgy Penguins as a blueprint for tokenized cultu
 PRIMARY CONNECTION: [[community ownership accelerates growth through aligned evangelism not passive holding]]
 WHY ARCHIVED: Most comprehensive data set on community-owned IP at scale; the mainstream-first strategy is a specific innovation worth capturing as a claim
 EXTRACTION HINT: Focus on the STRATEGY (mainstream-first funnel) and the TENSION (IPO vs community ownership). The numbers validate existing claims but the strategy and tension are novel.
+
+
+## Key Facts
+- Pudgy Penguins generated $13M+ in physical retail revenue through Walmart, Target, and Walgreens
+- Pudgy Penguins sold 1M+ physical units
+- Pudgy Penguins achieved 123% CAGR through 2025
+- Pudgy Penguins has 28.5K GIPHY uploads generating 65.1B views
+- PENGU token was airdropped to 6M+ wallets in December 2024
+- PENGU has 7%+ of meme token CEX volume share
+- 710M PENGU tokens unlock monthly for 36 months starting December 2025
+- Pudgy Penguins FDV is ~$1.1B at ~22x revenue
+- Pudgy Penguins distributed ~$1M in royalties to NFT holders
+- Pudgy Party achieved 500K+ downloads in 2 weeks
+- Pudgy World has 160K users
+- SEC acknowledged Pengu ETF structure in July 2025
+- Pudgy Penguins targets 2027 IPO
+- Pudgy Penguins is in 2000 Walmart stores and 2000 Walgreens locations